{"id":"https://openalex.org/W2158938296","doi":"https://doi.org/10.1109/icsmc.2009.5346097","title":"An extension of fuzzy TOPSIS for personnel selection","display_name":"An extension of fuzzy TOPSIS for personnel selection","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2158938296","doi":"https://doi.org/10.1109/icsmc.2009.5346097","mag":"2158938296"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1109/ICSMC.2009.5346097","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044158669","display_name":"Alecos Kelemenis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Alecos M. Kelemenis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National and Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015748230","display_name":"Dimitris Askounis","orcid":"https://orcid.org/0000-0002-2618-5715"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"D. Th. Askounis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National and Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044158669"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":2.5044,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90011386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"4704","last_page":"4709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9434000253677368,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.7978582978248596},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6793318390846252},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6340652704238892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5823031663894653},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5424382090568542},{"id":"https://openalex.org/keywords/ideal-solution","display_name":"Ideal solution","score":0.5158633589744568},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.49887537956237793},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.489507794380188},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.46329036355018616},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.462250679731369},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.4584583342075348},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.45621269941329956},{"id":"https://openalex.org/keywords/ideal-point","display_name":"Ideal point","score":0.4430800676345825},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42290258407592773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2790554165840149},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2593309283256531},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20644652843475342}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.7978582978248596},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6793318390846252},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6340652704238892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823031663894653},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5424382090568542},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.5158633589744568},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.49887537956237793},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.489507794380188},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.46329036355018616},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.462250679731369},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.4584583342075348},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.45621269941329956},{"id":"https://openalex.org/C2779952087","wikidata":"https://www.wikidata.org/wiki/Q11831792","display_name":"Ideal point","level":2,"score":0.4430800676345825},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42290258407592773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2790554165840149},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2593309283256531},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20644652843475342},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsmc.2009.5346097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/32483","is_oa":true,"landing_page_url":"http://doi.org/10.1109/ICSMC.2009.5346097","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/32483","is_oa":true,"landing_page_url":"http://doi.org/10.1109/ICSMC.2009.5346097","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W87007293","https://openalex.org/W610756163","https://openalex.org/W1990794890","https://openalex.org/W1992581312","https://openalex.org/W2001901016","https://openalex.org/W2003926337","https://openalex.org/W2005674611","https://openalex.org/W2008255868","https://openalex.org/W2009788305","https://openalex.org/W2011281800","https://openalex.org/W2014954284","https://openalex.org/W2021247437","https://openalex.org/W2042102899","https://openalex.org/W2046212310","https://openalex.org/W2051671280","https://openalex.org/W2057862715","https://openalex.org/W2070754597","https://openalex.org/W2076309564","https://openalex.org/W2094866585","https://openalex.org/W2100320021","https://openalex.org/W2138535943","https://openalex.org/W2151834194","https://openalex.org/W2153323145","https://openalex.org/W2156733681","https://openalex.org/W2165699762","https://openalex.org/W2410782990","https://openalex.org/W2484202314","https://openalex.org/W2506768821","https://openalex.org/W3122214564","https://openalex.org/W3167585610"],"related_works":["https://openalex.org/W2379805174","https://openalex.org/W2363853958","https://openalex.org/W2047025039","https://openalex.org/W3154161952","https://openalex.org/W2991826701","https://openalex.org/W4237248107","https://openalex.org/W2613305061","https://openalex.org/W1928481587","https://openalex.org/W3047590423","https://openalex.org/W2034079244"],"abstract_inverted_index":{"Considering":[0],"the":[1,21,26,29,46,61,104,108,125,130,139,145],"fact":[2],"that":[3,52],"contemporary":[4],"business":[5,33],"settings":[6],"call":[7],"for":[8,20,92,111,144],"work":[9],"in":[10,63],"groups,":[11],"team":[12,31,38,65],"selection":[13,39,146],"and":[14,24,32,50,129],"formation":[15],"is":[16,41,96,121,142],"a":[17,70,99,117,148],"crucial":[18],"parameter":[19],"smooth":[22],"function":[23],"therefore":[25],"achievement":[27],"of":[28,37,48,107,138,147],"specific":[30],"objectives.":[34],"The":[35],"problem":[36],"members":[40],"particularly":[42],"complex":[43],"due":[44],"to":[45,54,74],"variety":[47],"factors":[49],"criteria":[51,72],"need":[53],"be":[55],"taken":[56],"into":[57],"consideration.":[58],"Thus,":[59],"highlighting":[60],"complexity":[62],"selecting":[64],"members,":[66],"this":[67,115],"paper":[68],"proposes":[69],"multi":[71],"approach":[73,141],"deal":[75],"with":[76],"group":[77,93],"decision":[78,94,109],"making":[79,95],"under":[80],"fuzzy":[81,90],"environment.":[82],"A":[83],"Multi":[84],"Criteria":[85],"Decision":[86],"Making":[87],"Approach":[88],"(the":[89],"TOPSIS)":[91],"considered,":[97],"incorporating":[98],"new":[100,118],"measurement,":[101],"which":[102],"reflects":[103],"minimum":[105],"requirements":[106],"makers":[110],"each":[112],"criterion.":[113],"In":[114],"respect,":[116],"reference":[119],"point":[120],"introduced,":[122],"apart":[123],"from":[124],"Positive":[126],"Ideal":[127,132],"Solution":[128],"Negative":[131],"Solution.":[133],"Finally,":[134],"an":[135],"illustrative":[136],"example":[137],"proposed":[140],"presented":[143],"middle":[149],"level":[150],"consulting":[151],"manager.":[152]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}